General-purpose and introductory examples for scikit-image.
The narrative documentation introduces conventions and basic image manipulations.
Immunohistochemical staining colors separation
Adapting gray-scale filters to RGB images
Filtering regional maxima
Local Histogram Equalization
Gamma and log contrast adjustment
Histogram Equalization
Tinting gray-scale images
Contour finding
Convex Hull
Canny edge detector
Marching Cubes
Active Contour Model
Edge operators
Shapes
Random Shapes
Straight line Hough transform
Approximate and subdivide polygons
Circular and Elliptical Hough Transforms
Skeletonize
Dense DAISY feature description
Histogram of Oriented Gradients
Corner detection
Template Matching
Filling holes and finding peaks
CENSURE feature detector
Multi-Block Local Binary Pattern for texture classification
Haar-like feature descriptor
Blob Detection
ORB feature detector and binary descriptor
BRIEF binary descriptor
Gabors / Primary Visual Cortex “Simple Cells” from an Image
GLCM Texture Features
Shape Index
Sliding window histogram
Gabor filter banks for texture classification
Local Binary Pattern for texture classification
Frangi filter
Hysteresis thresholding
Image Deconvolution
Mean filters
Inpainting
Entropy
Denoising a picture
Wavelet denoising
Phase Unwrapping
Non-local means denoising for preserving textures
Using simple NumPy operations for manipulating images
Block views on images/arrays
Region Boundary based RAGs
Normalized Cut
RAG Thresholding
Find Regular Segments Using Compact Watershed
Drawing Region Adjacency Graphs (RAGs)
Thresholding
Chan-Vese Segmentation
Finding local maxima
Niblack and Sauvola Thresholding
Label image regions
Measure region properties
Random walker segmentation
Watershed segmentation
Markers for watershed transform
Comparison of segmentation and superpixel algorithms
Find the intersection of two segmentations
Region Adjacency Graphs
RAG Merging
Hierarchical Merging of Region Boundary RAGs
Extrema
Morphological Snakes
Swirl
Build image pyramids
Interpolation: Edge Modes
Rescale, resize, and downscale
Piecewise Affine Transformation
Robust 3D line model estimation using RANSAC
Seam Carving
Robust line model estimation using RANSAC
Structural similarity index
Cross-Correlation (Phase Correlation)
Fundamental matrix estimation
Radon transform
Robust matching using RANSAC
Using geometric transformations
Morphological Filtering
Comparing edge-based and region-based segmentation
Face classification using Haar-like feature descriptor
Rank filters
Gallery generated by Sphinx-Gallery